Inputs

Nowcast and Forecast Maps

Random Forest Nowcast and Forecast

Boosted Trees Nowcast and Forecast

Maxnet Trees Nowcast and Forecast

GAM Nowcast and Forecast

GLM Nowcast and Forecast

Metrics

Metrics by model type
model_type roc_auc tss_max percent_deviance_explained
rf 0.9384586 0.8013804 0.4798223
bt 0.8910404 0.6827710 0.2918324
maxnet 0.8992203 0.6690312 NA
gam 0.8723799 0.5668456 0.3034143
glm 0.8955138 0.6325409 0.3499625

Variable Importance

Partial Dependence